Skip to main content
Log in

Adaptive Fractional Order PID Controller Based MPPT for PV Connected Grid System Under Changing Weather Conditions

  • Original Article
  • Published:
Journal of Electrical Engineering & Technology Aims and scope Submit manuscript

Abstract

This paper is presenting an Adaptive Fractional Order PID (AFOPID) controller for PV connected grid system. The proposed controller is designed to harvest maximum power from the PV source. AFOPID controller contain the property of conventional PID controller, where the controller contains an adaptive property to optimize gain parameter on the basis of generator and grid side parameter in view. In the suggested work, the AFOPID controller imparted with the characteristic to get tune with particle swarm optimization to track maximum power point tracking, dc link voltage, and current control and quadrature axis modeling. Furthermore, the current control functionalities are performed through an AFOPID, where the controlling parameters are updated by measured error at every instant. The aim of this research is to attain maximum power from the PV source under varying weather conditions with minimum total harmonic distortion, which validate the performance of the proposed controller. The proposed work is compared with, FOPID, FLC, PI, GA and ACO tune FOPID controllers.

This is a preview of subscription content, log in via an institution to check access.

Access this article

Price excludes VAT (USA)
Tax calculation will be finalised during checkout.

Instant access to the full article PDF.

Fig. 1
Fig. 2
Fig. 3
Fig. 4
Fig. 5
Fig. 6
Fig. 7
Fig. 8
Fig. 9
Fig. 10
Fig. 11
Fig. 12
Fig. 13
Fig. 14

Similar content being viewed by others

References

  1. Höök M, Tang Xu (2013) Depletion of fossil fuels and anthropogenic climate change—a review. Energy Policy 52:797–809

    Article  Google Scholar 

  2. Guangul FM, Chala GT (2019) Solar energy as renewable energy source: SWOT analysis. In: 2019 4th MEC international conference on big data and smart city (ICBDSC), pp 1–5. IEEE

  3. Monteiro V, Sousa TJC, Sepulveda MJ, Couto C, Martins JS, Afonso JL (2019) A novel multilevel converter for on-grid interface of renewable energy sources in smart grids. In: 2019 international conference on smart energy systems and technologies (SEST), pp 1–6. IEEE

  4. Ali, AIM, Sayed MA, Mohamed EEM (2018) Modified efficient perturb and observe maximum power point tracking technique for grid-tied PV system. Int J Electr Power Energy Syst 99: 192–202

  5. Munir MI, Tasneim A, Khalifa HAH (2017) Control of grid connected pv array using P&O MPPT algorithm. In: 2017 ninth annual IEEE green technologies conference (GreenTech), pp 52–58. IEEE

  6. Sarkar SK, Badal FR, Das SK (2018) A comparative study of high performance robust pid controller for grid voltage control of islanded microgrid. Int J Dyn Control 6(3):1207–1217

    Article  MathSciNet  Google Scholar 

  7. Harrag A, Messalti S (2019) PSO-based SMC variable step size P&O MPPT controller for PV systems under fast changing atmospheric conditions. Int J Numer Model Electron Networks Devices Fields 32(5):e2603

    Article  Google Scholar 

  8. Bakhoda, Omid Z, Mohammad BM, Gharehpetian GB (2016) Fuzzy logic controller vs. PI controller for MPPT of three-phase grid-connected PV system considering different irradiation conditions. J Intell Fuzzy Syst 30(3): 1353–1366

  9. Lekouaghet B, Boukabou A, Lourci N, Bedrine K (2018) Control of PV grid connected systems using MPC technique and different inverter configuration models. Electr Power Syst Res 154:287–298

    Article  Google Scholar 

  10. de Oliveira, Fernando M, Sérgio A, da Silva O, Durand FR, Sampaio LP, Bacon VD, Leonardo BG Campanhol (2016) Grid-tied photovoltaic system based on PSO MPPT technique with active power line conditioning. IET Power Electron 9(6): 1180–1191

  11. Borni A, Abdelkrim T, Bouarroudj N, Bouchakour A, Zaghba L, Lakhdari A, Zarour L (2017) Optimized MPPT controllers using GA for grid connected photovoltaic systems, comparative study. Energy Procedia 119:278–296

    Article  Google Scholar 

  12. Jiang LL, Douglas LM (2014) A uniform implementation scheme for evolutionary optimization algorithms and the experimental implementation of an ACO based MPPT for PV systems under partial shading. In: 2014 IEEE symposium on computational intelligence applications in smart grid (CIASG), pp 1–8. IEEE

  13. Dadfar S, Karzan W, Mehrdad K, Alireza R, Mohammad RM, Majid G (2019) Enhanced control strategies for a hybrid battery/photovoltaic system using FGS-PID in grid-connected mode. Int J Hydrog Energy 44(29):14642–14660

    Article  Google Scholar 

  14. Mohapatra A, Byamakesh N, Priti D, Kanungo BM (2017) A review on MPPT techniques of PV system under partial shading condition. Renew Sustain Energy Rev 80:854–867

    Article  Google Scholar 

  15. Lasheen M, Rahman AKA, Abdel-Salam M, Ookawara S (2017) Adaptive reference voltage-based MPPT technique for PV applications. IET Renew Power Gener 11(5):715–722

    Article  Google Scholar 

  16. Meenakshi SB, Manikandan BV, Praveen-Kumar B, Prince-Winston D (2019) Combination of novel converter topology and improved MPPT algorithm for harnessing maximum power from grid connected solar PV systems. J Electr Eng Technol 14(2):733–746

    Article  Google Scholar 

  17. Ibrahim O, Nor ZY, Nordin S, Muhammad WU (2015) Matlab/Simulink model of solar PV array with perturb and observe MPPT for maximising PV array efficiency. In: 2015 IEEE conference on energy conversion (CENCON), pp 254–258. IEEE

  18. Podlubny I (1999) Fractional differential equations. Academic Press, New York

    MATH  Google Scholar 

  19. Jeba P, Immanuel Selvakumar A (2018) FOPID based MPPT for photovoltaic system. Energy Sourc Part A Recover Util Environ Effects 40(13):1591–1603

    Article  Google Scholar 

  20. Mohanty A, Viswavandya M, Mohanty S (2016) An optimised FOPID controller for dynamic voltage stability and reactive power management in a stand-alone micro grid. Int J Electr Power Energy Syst 78:524–536

    Article  Google Scholar 

  21. Marini F, Walczak B (2015) Particle swarm optimization (PSO). A tutorial. Chemom Intell Lab Syst 149:153–165

    Article  Google Scholar 

  22. Deng Wu, Zhao H, Yang X, Xiong J, Sun M, Li Bo (2017) Study on an improved adaptive PSO algorithm for solving multi-objective gate assignment. Appl Soft Comput 59:288–302

    Article  Google Scholar 

  23. Khawla, El M, Dhia EC, Lassaad S (2019) A control strategy for a three-phase grid connected PV system under grid faults. Electronics 8(8):906

    Article  Google Scholar 

  24. Elmelegi A, Aly M, Ahmed EM, Alharbi AG (2019) A simplified phase-shift PWM-based feedforward distributed MPPT method for grid-connected cascaded PV inverters. Sol Energy 187:1–12

    Article  Google Scholar 

Download references

Author information

Authors and Affiliations

Authors

Corresponding author

Correspondence to Imran Rasool.

Ethics declarations

Conflict of interest

There is no authors conflict.

Additional information

Publisher's Note

Springer Nature remains neutral with regard to jurisdictional claims in published maps and institutional affiliations.

Rights and permissions

Reprints and permissions

About this article

Check for updates. Verify currency and authenticity via CrossMark

Cite this article

Nasir, A., Rasool, I., Sibtain, D. et al. Adaptive Fractional Order PID Controller Based MPPT for PV Connected Grid System Under Changing Weather Conditions. J. Electr. Eng. Technol. 16, 2599–2610 (2021). https://doi.org/10.1007/s42835-021-00782-w

Download citation

  • Received:

  • Revised:

  • Accepted:

  • Published:

  • Issue Date:

  • DOI: https://doi.org/10.1007/s42835-021-00782-w

Keywords

Navigation